On the development of a semi-nonparametric generalized multinomial logit model for travel-related choices

Abstract

A semi-nonparametric generalized multinomial logit model, formulated using orthonormal Legendre polynomials to extend the standard Gumbel distribution, is presented in this paper. The resulting semi-nonparametric function can represent a probability density function for a large family of multimodal distributions. The model has a closed-form log-likelihood… (More)
DOI: 10.1371/journal.pone.0186689

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